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Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Intermediate

Wei Liu, Jiawei Xu et al.Feb 5arXiv

This paper teaches a language model to write fast GPU kernels (tiny speed programs) in Triton using reinforcement learning that really cares about meaningful speed, not just being correct.

#Triton kernels#Reinforcement learning#Policy gradient

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Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations